Advanced Lectures on Machine Learning (häftad)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Serie
Lecture Notes in Computer Science
Antal sidor
266
Utgivningsdatum
2003-01-31
Upplaga
2003
Förlag
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Dimensioner
235 x 167 x 16 mm
Vikt
404 g
ISBN
9783540005292

Advanced Lectures on Machine Learning

Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures

av Shahar Mendelson, Alexander J Smola
Häftad,  Engelska, 2003-01-31
487
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This book presents revised reviewed versions of lectures given during the Machine Learning Summer School held in Canberra, Australia, in February 2002. The lectures address the following key topics in algorithmic learning: statistical learning theory, kernel methods, boosting, reinforcement learning, theory learning, association rule learning, and learning linear classifier systems. Thus, the book is well balanced between classical topics and new approaches in machine learning. Advanced students and lecturers will find this book a coherent in-depth overview of this exciting area, while researchers will use this book as a valuable source of reference.
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